| Paper Abstract and Keywords |
| Presentation |
2025-06-06 11:15
Study of Markerless Gait Analysis Using Computer Vision with Smart Devices
Shota Nakazaki, Renta Tomonaga, Masataka Yamamoto, Hiroshi Takemura, Naoyuki Aikawa (TUS) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Conventional gait analysis that utilize sensors and wearable devices are commonly employed. However, theseapproaches come with financial, physical, and time-related burdens. As a solution to these issues, gait analysis using computer vision has been proposed. In this study, we propose a method that uses an inexpensive and easy-to-use iPad to capture gait videos, obtains skeletal coordinates through OpenPose, and employs a Kalman filter to reduce noise, thereby improving the accuracy of gait analysis. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Kalman filter / gait analysis / skeleton detection / video processing / computer vision / / / |
| Reference Info. |
ITE Tech. Rep. |
| Paper # |
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| Date of Issue |
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| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
IST ME IEICE-IE IEICE-BioX IEICE-SIP IEICE-MI |
| Conference Date |
2025-06-05 - 2025-06-06 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
IEICE-SIP |
| Conference Code |
2025-06-IST-ME-IE-BioX-SIP-MI |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Study of Markerless Gait Analysis Using Computer Vision with Smart Devices |
| Sub Title (in English) |
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| Keyword(1) |
Kalman filter |
| Keyword(2) |
gait analysis |
| Keyword(3) |
skeleton detection |
| Keyword(4) |
video processing |
| Keyword(5) |
computer vision |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Shota Nakazaki |
| 1st Author's Affiliation |
Tokyo University of Science (TUS) |
| 2nd Author's Name |
Renta Tomonaga |
| 2nd Author's Affiliation |
Tokyo University of Science (TUS) |
| 3rd Author's Name |
Masataka Yamamoto |
| 3rd Author's Affiliation |
Tokyo University of Science (TUS) |
| 4th Author's Name |
Hiroshi Takemura |
| 4th Author's Affiliation |
Tokyo University of Science (TUS) |
| 5th Author's Name |
Naoyuki Aikawa |
| 5th Author's Affiliation |
Tokyo University of Science (TUS) |
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| Speaker |
Author-1 |
| Date Time |
2025-06-06 11:15:00 |
| Presentation Time |
25 minutes |
| Registration for |
IEICE-SIP |
| Paper # |
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| Volume (vol) |
vol.49 |
| Number (no) |
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| Page |
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| #Pages |
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| Date of Issue |
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